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About us

Every minute of study and every dollar spent on AI or a teacher has a reason

Working adults fail at languages mostly because they learn the wrong things. We are building a platform that knows where you are stuck, fixes exactly that, and proves with evidence that you can now do it.

Vision

Every learner has a pathway that leads to a measurable result in their real work.

Every company sees its team's verified capability against its own competency framework.

Every minute of study and every dollar spent on AI or a teacher has a reason — and that reason can be explained to the learner.

North star

Share of learners with a verified capability under the goal's conditions within 8 weeks

We do not optimise app opens or minutes studied. The only thing we count is verified capability in a new situation, in the goal's real channel, interlocutor and level of autonomy.

Six commitments

Our sixteen product principles, condensed into six things you can check.

  1. 01

    Intervene only with enough evidence

    When uncertain, probe first — never guess. Fix the bottleneck blocking the main task first; at most 2 focus areas a week, with what you do not need to learn spelled out.

  2. 02

    Recognise capability only in new situations

    Practice items are kept apart from assessment items. Saving cost must never distort measurement; assessment slots are never downgraded.

  3. 03

    Learners decide

    Park a focus, change a goal, pick your game level. The system explains consequences, it does not forbid. Coaches and AI only suggest.

  4. 04

    Every decision is explainable and reproducible

    Every suggestion answers “Why?”. Reason codes and a decision log tied to a policy version. AI is a tool, not the source of truth.

  5. 05

    Administration is not surveillance

    Managing members or billing never grants access to sensitive learning data. Minimal roles; separation of duties for risky actions.

  6. 06

    Sustainable motivation, never addiction

    Reward real progress. No chance mechanics, no pay-to-win, no penalties for rest, no reminders after 22:00. Focus mode is always available.

Team

A small group of people in product, language measurement and engineering. Full profiles will follow.

  • To be announcedProduct & operations
  • To be announcedLanguage measurement & calibration
  • To be announcedEngineering & data

This is a placeholder; names and photos will be added when the team is announced.

Contact

Questions about the product, partnerships, press or privacy — send them over, we reply within 1–2 business days.